Density, Depth, Loop: AI Memory from Storage to Closure
Large language models already have several kinds of memory: context windows, retrieval, and product-level memory features. We argue that the quality of memory lies not in its length but in whether it closes into a loop: only a system that writes its outputs back and rewrites the rules that generated them retains experi...